Aurora Research Initiative (ARI)
Aurora Workflow Orchestration (AWO)
Waveframe v4.0
Societal Health Simulator (SHS)
Neurotransparency Standard (NTS)
Neurotransparency Doctrine (NTD)
Independent Research Institute for AI–Human Reproducibility and Epistemic Governance
Operating under the Aurora Research Initiative (ARI) — the formal governance layer for scientific AI.
- Epistemic foundation defining cognitive integrity and traceability.
- Establishes why governance is required.
- Compliance law for verifiable AI–human collaboration.
- DOI: 10.5281/zenodo.17809676
- Institutional governance, epistemic rules, and global policy constraints.
- DOI: 10.5281/zenodo.17743096
- Methodology defining roles, manifests, approvals, falsifiability, and reproducible workflows.
- Deterministic enforcement engine for provenance, audit trails, and workflow validation.
- Waveframe v4.0 (cosmology), Societal Health Simulator, Tauwarp, and future demonstrators.
- Metadata Pipeline, Stamp, PDF Forge, Validators, and additional utilities.
| Layer | Project | Description |
|---|---|---|
| 0A | Neurotransparency Doctrine | Epistemic foundation; explains why governance is required. |
| 0B | Neurotransparency Specification (NTS) | Enforceable compliance rules for AI–human research. |
| 1 | Aurora Research Initiative (ARI) | Institutional governance and epistemic law. |
| 2 | Aurora Workflow Orchestration (AWO) | Methodology for reproducible scientific workflows. |
| 3 | CRI-CORE | Deterministic orchestration and provenance enforcement engine. |
| 4 | Waveframe v4.0 | Cosmology case study exploring entropy–action and observer dynamics. |
| 4 | Societal Health Simulator (SHS) | Sociotechnical modeling and interactive systems simulation. |
| 5 | Tooling Suite | Metadata Pipeline, Stamp, PDF Forge, validators, and organizational utilities. |
Waveframe Labs treats science as an epistemic workflow, not an institutional privilege.
- Reproducibility is a mechanical problem, solved through governance + tooling.
- AI is a cognitive instrument, not an authority.
- Human and machine reasoning must be traceable, comparable, and falsifiable.
- Every artifact must have provenance, metadata, and attestation.
Design → Orchestrate → Verify → Publish → Preserve
Every phase is validated under AWO and enforced through CRI-CORE.
| Category | License |
|---|---|
| Text & Documentation | CC BY-NC-SA 4.0 |
| Methods & Frameworks (AWO, ARI) | CC BY 4.0 |
| Tooling & Code (CRI-CORE, Utilities) | Apache 2.0 |
All versioned releases are assigned DOIs and include cryptographic provenance.
- 🌐 Website — https://waveframelabs.org
- 🧭 Aurora Hierarchy — https://waveframelabs.org/hierarchy.html
- 📘 Neurotransparency Doctrine — https://doi.org/10.5281/zenodo.17957384
- 📗 Neurotransparency Specification (NTS) — https://doi.org/10.5281/zenodo.17809676
- 🏛 Aurora Research Initiative (ARI) — https://doi.org/10.5281/zenodo.17743096
- 📚 Zenodo Archive — (organization-level collection coming soon)
- 🔬 ORCID — https://orcid.org/0009-0006-6043-9295
- 📧 Contact — swright@waveframelabs.org
© 2025 Waveframe Labs · Independent AI–Human Research Institute